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The Role & Your Charter: Owning Cursor's Inference Path1 / 2

1 min lesson

Speak success in SLO terms

Name the parts in "Speak success in SLO terms" and give the practical job of each one.

Step 1 of 2

Speak success in SLO terms
Latency
p50 / p95 / p99 per surface; Tab has the tightest budget, Agent the loosest
Availability
Gateway uptime and error budget - failover exists to protect this number
Cost
Cost per request and per surface; the axis that funds the company at this ARR/headcount ratio
Watch out

Don't quote precise internal numbers you can't actually know - invented "Cursor does 4.2M RPS" stats read as bluffing. Frame scale honestly: "millions of requests is the JD's stated baseline and at a small headcount with high ARR, per-GPU-dollar efficiency is existential." Reason from the public facts, then show how you'd measure the rest once inside.

Tie every routing call back to a number

Practice converting design choices into dollars and milliseconds out loud. "This fallback saves roughly X% per-token but risks Y on quality, so I'd gate it to surfaces where a quality dip is invisible" is the register the deep-dive round rewards.